Data Scientist for Generative AI Development

1 day ago

Gurgaon, Haryana, India CarDekho Full time

We are seeking an experienced Data Scientist to lead our Generative AI development efforts at CarDekho Group. This role requires expertise in developing and optimizing AI models, as well as a solid foundation in broader data science principles.

Key Responsibilities
  • Design and deploy efficient vector databases to support large-scale Generative AI projects.
  • Develop and enhance Retrieval-Augmented Generation (RAG) pipelines for robust information retrieval and text generation.
  • Integrate the Langchain framework and implement context-aware techniques for Generative AI models.
  • Create and manage human-in-the-loop workflows to ensure output accuracy, control, and bias mitigation in Generative AI applications.
  • Continuously monitor and evaluate Generative AI model performance, addressing potential biases and fairness concerns.
  • Apply advanced prompt engineering techniques to refine model interactions and improve the quality of outputs.
Data Science Foundation
  • Utilize statistical and machine learning methods to analyze and prepare data for Generative AI projects.
  • Stay current with the latest advancements in Generative AI and related fields (e.g., Natural Language Processing, Deep Learning).
  • Communicate technical concepts clearly to both technical and non-technical stakeholders.
  • Collaborate effectively with cross-functional teams (engineering, research, product) to deliver impactful Generative AI solutions.
Requirements
  • Demonstrated experience in building and optimizing Generative AI models (e.g., LLMs, RAG pipelines, fine-tuning).
  • Strong knowledge of vector databases and their use in Generative AI.
  • Expertise in prompt engineering techniques.
  • Proficient in Python programming and familiar with relevant AI frameworks (e.g., TensorFlow, PyTorch).
  • Solid foundation in statistics, machine learning, and data analysis.
  • Excellent analytical and problem-solving abilities.
  • Strong communication and teamwork skills.

The estimated salary range for this position is $120,000 - $180,000 per year, depending on location and experience. We offer a competitive compensation package, including benefits and opportunities for professional growth.

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